# Tali Villegas - Asesora💛 (@talivifel) on tiktok

- id: koinon:creator:tiktok_talivifel
- url: https://koinonlink.com/kol/tiktok/talivifel
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: talivifel
- platform_url: https://www.tiktok.com/@talivifel
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 7505
- following: 289
- posts_observed: 2
- verified: false
- size_tier: nano

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: finance
- subcategory: personal_fin
- category_confidence: 0.88
- category_source: derived_from_recent_content
- topics: Micro decisiones y mindset para emprendedores, Flujo de efectivo y control financiero, Presupuestos y documentos esenciales del negocio, Sistemas y procesos para no depender solo de ventas, Motivación y amor propio en el camino emprendedor

## Audience (inferred)
- status: present
- description: Hispanic-speaking entrepreneurs and small business owners (primarily in Mexico), seeking practical financial and basic operations advice
- roles: none
- seniority: decision_maker
- pain_points: They sell a lot but money disappears due to poor cost and cash flow management, They lack clear systems and processes, so everything depends on them personally, They struggle to create realistic budgets and essential business documents, They fear making decisions and moving forward without knowing where to start
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.2
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 42
- authenticity_basis: profile_shape_only
- credibility_score: 42
- flagged_for_review: false
- koinon_bd_grade: C — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [tiktok_talivifel#b095559c] Pequeñas decisiones son las que hacen la diferencia. Empieza con micro cambios 🚀 Guárdalo si estás construyendo tu negocio paso a paso. ✨ #emprendedores #negociosconestrategia #Emprendimiento (https://www.tiktok.com/@talivifel)
- [tiktok_talivifel#f61ea05d] Everybody Wants To Rule The World X Electric Love
- [tiktok_talivifel#629be5cb] It is a becoming a big trend on TikTok now! Click here: emprendedores
- [tiktok_talivifel#24d894e7] Check out Tali Villegas - Asesora💛’s video! #TikTok >
- [tiktok_talivifel#99a214ad] Micro decisiones para Emprendedores 💛
- [tiktok_talivifel#b77459a2] Esto es lo que SÍ O SÍ ✨ necesita un emprendedor. 👀  #emprendimiento  #emprendedores  #tip #tipsemprendimiento #excel
- [tiktok_talivifel#136275a8] original sound - talivifel
- [tiktok_talivifel#96876047] Aprende más acerca de lo bueno, lo ,malo, lo divertido del #Emprendimiento

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=59, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=59, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=59, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=59, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=59, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=92, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.25, freshness_days=59, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=92, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=92, method=platform_profile

## Freshness
- profile_checked_days_ago: 92
- content_analysed_days_ago: 59
- audience_updated_days_ago: 59

## AI retrieval
- indexing_requests: 9
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=tiktok_talivifel
- Request removal: https://koinonlink.com/claim?k=tiktok_talivifel
- Terms: https://koinonlink.com/for-ai